| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | bmi | smoking_status | stroke | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9046 | Male | 67.00 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 |
| 1 | 51676 | Female | 61.00 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | NaN | never smoked | 1 |
| 2 | 31112 | Male | 80.00 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 |
| 3 | 60182 | Female | 49.00 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 |
| 4 | 1665 | Female | 79.00 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24.0 | never smoked | 1 |
| 5 | 56669 | Male | 81.00 | 0 | 0 | Yes | Private | Urban | 186.21 | 29.0 | formerly smoked | 1 |
| 6 | 53882 | Male | 74.00 | 1 | 1 | Yes | Private | Rural | 70.09 | 27.4 | never smoked | 1 |
| 7 | 10434 | Female | 69.00 | 0 | 0 | No | Private | Urban | 94.39 | 22.8 | never smoked | 1 |
| 8 | 27419 | Female | 59.00 | 0 | 0 | Yes | Private | Rural | 76.15 | NaN | Unknown | 1 |
| 9 | 60491 | Female | 78.00 | 0 | 0 | Yes | Private | Urban | 58.57 | 24.2 | Unknown | 1 |
| 10 | 12109 | Female | 81.00 | 1 | 0 | Yes | Private | Rural | 80.43 | 29.7 | never smoked | 1 |
| 11 | 12095 | Female | 61.00 | 0 | 1 | Yes | Govt_job | Rural | 120.46 | 36.8 | smokes | 1 |
| 12 | 12175 | Female | 54.00 | 0 | 0 | Yes | Private | Urban | 104.51 | 27.3 | smokes | 1 |
| 13 | 8213 | Male | 78.00 | 0 | 1 | Yes | Private | Urban | 219.84 | NaN | Unknown | 1 |
| 14 | 5317 | Female | 79.00 | 0 | 1 | Yes | Private | Urban | 214.09 | 28.2 | never smoked | 1 |
| 15 | 58202 | Female | 50.00 | 1 | 0 | Yes | Self-employed | Rural | 167.41 | 30.9 | never smoked | 1 |
| 16 | 56112 | Male | 64.00 | 0 | 1 | Yes | Private | Urban | 191.61 | 37.5 | smokes | 1 |
| 17 | 34120 | Male | 75.00 | 1 | 0 | Yes | Private | Urban | 221.29 | 25.8 | smokes | 1 |
| 18 | 27458 | Female | 60.00 | 0 | 0 | No | Private | Urban | 89.22 | 37.8 | never smoked | 1 |
| 19 | 25226 | Male | 57.00 | 0 | 1 | No | Govt_job | Urban | 217.08 | NaN | Unknown | 1 |
| 20 | 70630 | Female | 71.00 | 0 | 0 | Yes | Govt_job | Rural | 193.94 | 22.4 | smokes | 1 |
| 21 | 13861 | Female | 52.00 | 1 | 0 | Yes | Self-employed | Urban | 233.29 | 48.9 | never smoked | 1 |
| 22 | 68794 | Female | 79.00 | 0 | 0 | Yes | Self-employed | Urban | 228.70 | 26.6 | never smoked | 1 |
| 23 | 64778 | Male | 82.00 | 0 | 1 | Yes | Private | Rural | 208.30 | 32.5 | Unknown | 1 |
| 24 | 4219 | Male | 71.00 | 0 | 0 | Yes | Private | Urban | 102.87 | 27.2 | formerly smoked | 1 |
| 25 | 70822 | Male | 80.00 | 0 | 0 | Yes | Self-employed | Rural | 104.12 | 23.5 | never smoked | 1 |
| 26 | 38047 | Female | 65.00 | 0 | 0 | Yes | Private | Rural | 100.98 | 28.2 | formerly smoked | 1 |
| 27 | 61843 | Male | 58.00 | 0 | 0 | Yes | Private | Rural | 189.84 | NaN | Unknown | 1 |
| 28 | 54827 | Male | 69.00 | 0 | 1 | Yes | Self-employed | Urban | 195.23 | 28.3 | smokes | 1 |
| 29 | 69160 | Male | 59.00 | 0 | 0 | Yes | Private | Rural | 211.78 | NaN | formerly smoked | 1 |
| 30 | 43717 | Male | 57.00 | 1 | 0 | Yes | Private | Urban | 212.08 | 44.2 | smokes | 1 |
| 31 | 33879 | Male | 42.00 | 0 | 0 | Yes | Private | Rural | 83.41 | 25.4 | Unknown | 1 |
| 32 | 39373 | Female | 82.00 | 1 | 0 | Yes | Self-employed | Urban | 196.92 | 22.2 | never smoked | 1 |
| 33 | 54401 | Male | 80.00 | 0 | 1 | Yes | Self-employed | Urban | 252.72 | 30.5 | formerly smoked | 1 |
| 34 | 14248 | Male | 48.00 | 0 | 0 | No | Govt_job | Urban | 84.20 | 29.7 | never smoked | 1 |
| 35 | 712 | Female | 82.00 | 1 | 1 | No | Private | Rural | 84.03 | 26.5 | formerly smoked | 1 |
| 36 | 47269 | Male | 74.00 | 0 | 0 | Yes | Private | Rural | 219.72 | 33.7 | formerly smoked | 1 |
| 37 | 24977 | Female | 72.00 | 1 | 0 | Yes | Private | Rural | 74.63 | 23.1 | formerly smoked | 1 |
| 38 | 47306 | Male | 58.00 | 0 | 0 | No | Private | Rural | 92.62 | 32.0 | Unknown | 1 |
| 39 | 62602 | Female | 49.00 | 0 | 0 | Yes | Private | Urban | 60.91 | 29.9 | never smoked | 1 |
| 40 | 4651 | Male | 78.00 | 0 | 0 | Yes | Private | Rural | 78.03 | 23.9 | formerly smoked | 1 |
| 41 | 1261 | Male | 54.00 | 0 | 0 | Yes | Private | Urban | 71.22 | 28.5 | never smoked | 1 |
| 42 | 61960 | Male | 82.00 | 0 | 1 | Yes | Private | Urban | 144.90 | 26.4 | smokes | 1 |
| 43 | 1845 | Female | 63.00 | 0 | 0 | Yes | Private | Urban | 90.90 | NaN | formerly smoked | 1 |
| 44 | 7937 | Male | 60.00 | 1 | 0 | Yes | Govt_job | Urban | 213.03 | 20.2 | smokes | 1 |
| 45 | 19824 | Male | 76.00 | 1 | 0 | Yes | Private | Rural | 243.58 | 33.6 | never smoked | 1 |
| 46 | 37937 | Female | 75.00 | 0 | 1 | No | Self-employed | Urban | 109.78 | NaN | Unknown | 1 |
| 47 | 47472 | Female | 58.00 | 0 | 0 | Yes | Private | Urban | 107.26 | 38.6 | formerly smoked | 1 |
| 48 | 35626 | Male | 81.00 | 0 | 0 | Yes | Self-employed | Urban | 99.33 | 33.7 | never smoked | 1 |
| 49 | 36338 | Female | 39.00 | 1 | 0 | Yes | Private | Rural | 58.09 | 39.2 | smokes | 1 |
| 50 | 18587 | Female | 76.00 | 0 | 0 | No | Private | Urban | 89.96 | NaN | Unknown | 1 |
| 51 | 15102 | Male | 78.00 | 1 | 0 | Yes | Private | Urban | 75.32 | NaN | formerly smoked | 1 |
| 52 | 59190 | Female | 79.00 | 0 | 1 | Yes | Private | Rural | 127.29 | 27.7 | never smoked | 1 |
| 53 | 47167 | Female | 77.00 | 1 | 0 | Yes | Self-employed | Urban | 124.13 | 31.4 | never smoked | 1 |
| 54 | 8752 | Female | 63.00 | 0 | 0 | Yes | Govt_job | Urban | 197.54 | NaN | never smoked | 1 |
| 55 | 25831 | Male | 63.00 | 0 | 1 | Yes | Private | Rural | 196.71 | 36.5 | formerly smoked | 1 |
| 56 | 38829 | Female | 82.00 | 0 | 0 | Yes | Private | Rural | 59.32 | 33.2 | never smoked | 1 |
| 57 | 66400 | Male | 78.00 | 0 | 0 | Yes | Private | Urban | 237.75 | NaN | formerly smoked | 1 |
| 58 | 58631 | Male | 73.00 | 1 | 0 | Yes | Self-employed | Urban | 194.99 | 32.8 | never smoked | 1 |
| 59 | 5111 | Female | 54.00 | 1 | 0 | Yes | Govt_job | Urban | 180.93 | 27.7 | never smoked | 1 |
| 60 | 10710 | Female | 56.00 | 0 | 0 | Yes | Private | Urban | 185.17 | 40.4 | formerly smoked | 1 |
| 61 | 55927 | Female | 80.00 | 1 | 0 | Yes | Private | Rural | 74.90 | 22.2 | never smoked | 1 |
| 62 | 65842 | Female | 67.00 | 1 | 0 | Yes | Self-employed | Rural | 61.94 | 25.3 | smokes | 1 |
| 63 | 19557 | Female | 45.00 | 0 | 0 | Yes | Private | Rural | 93.72 | 30.2 | formerly smoked | 1 |
| 64 | 7356 | Male | 75.00 | 0 | 0 | Yes | Private | Urban | 104.72 | NaN | Unknown | 1 |
| 65 | 17013 | Male | 78.00 | 1 | 0 | No | Private | Urban | 113.01 | 24.0 | never smoked | 1 |
| 66 | 17004 | Female | 70.00 | 0 | 0 | Yes | Private | Urban | 221.58 | 47.5 | never smoked | 1 |
| 67 | 72366 | Male | 76.00 | 0 | 0 | Yes | Private | Urban | 104.47 | 20.3 | Unknown | 1 |
| 68 | 6118 | Male | 59.00 | 0 | 0 | Yes | Private | Urban | 86.23 | 30.0 | formerly smoked | 1 |
| 69 | 7371 | Female | 80.00 | 1 | 0 | Yes | Self-employed | Rural | 72.67 | 28.9 | never smoked | 1 |
| 70 | 70676 | Female | 76.00 | 0 | 0 | Yes | Govt_job | Rural | 62.57 | NaN | formerly smoked | 1 |
| 71 | 2326 | Female | 67.00 | 1 | 0 | Yes | Private | Rural | 179.12 | 28.1 | formerly smoked | 1 |
| 72 | 27169 | Female | 66.00 | 1 | 0 | Yes | Govt_job | Rural | 116.55 | 31.1 | formerly smoked | 1 |
| 73 | 50784 | Male | 63.00 | 0 | 0 | Yes | Private | Rural | 228.56 | 27.4 | never smoked | 1 |
| 74 | 19773 | Female | 52.00 | 0 | 0 | Yes | Private | Rural | 96.59 | 26.4 | never smoked | 1 |
| 75 | 66159 | Female | 80.00 | 0 | 1 | Yes | Self-employed | Rural | 66.72 | 21.7 | formerly smoked | 1 |
| 76 | 36236 | Male | 80.00 | 1 | 0 | Yes | Private | Urban | 240.09 | 27.0 | never smoked | 1 |
| 77 | 71673 | Female | 79.00 | 0 | 0 | Yes | Private | Urban | 110.85 | 24.1 | formerly smoked | 1 |
| 78 | 45805 | Female | 51.00 | 0 | 0 | Yes | Private | Urban | 165.31 | NaN | never smoked | 1 |
| 79 | 42117 | Male | 43.00 | 0 | 0 | Yes | Self-employed | Urban | 143.43 | 45.9 | Unknown | 1 |
| 80 | 57419 | Male | 59.00 | 0 | 0 | Yes | Private | Rural | 96.16 | 44.1 | Unknown | 1 |
| 81 | 26015 | Female | 66.00 | 0 | 0 | Yes | Self-employed | Urban | 101.45 | NaN | Unknown | 1 |
| 82 | 26727 | Female | 79.00 | 0 | 0 | No | Private | Rural | 88.92 | 22.9 | never smoked | 1 |
| 83 | 66638 | Female | 68.00 | 1 | 0 | No | Self-employed | Urban | 79.79 | 29.7 | never smoked | 1 |
| 84 | 70042 | Male | 58.00 | 0 | 0 | Yes | Private | Urban | 71.20 | NaN | Unknown | 1 |
| 85 | 32399 | Male | 54.00 | 0 | 0 | Yes | Private | Rural | 96.97 | 29.1 | smokes | 1 |
| 86 | 3253 | Male | 61.00 | 0 | 1 | Yes | Private | Rural | 111.81 | 27.3 | smokes | 1 |
| 87 | 71796 | Female | 70.00 | 0 | 1 | Yes | Private | Rural | 59.35 | 32.3 | formerly smoked | 1 |
| 88 | 14499 | Male | 47.00 | 0 | 0 | Yes | Private | Urban | 86.94 | 41.1 | formerly smoked | 1 |
| 89 | 49130 | Male | 74.00 | 0 | 0 | Yes | Private | Urban | 98.55 | 25.6 | Unknown | 1 |
| 90 | 28291 | Female | 79.00 | 0 | 1 | Yes | Private | Urban | 226.98 | 29.8 | never smoked | 1 |
| 91 | 51169 | Male | 81.00 | 0 | 0 | Yes | Private | Urban | 72.81 | 26.3 | never smoked | 1 |
| 92 | 66315 | Female | 57.00 | 0 | 0 | No | Self-employed | Urban | 68.02 | 37.5 | never smoked | 1 |
| 93 | 37726 | Female | 80.00 | 1 | 0 | Yes | Self-employed | Urban | 68.56 | 26.2 | Unknown | 1 |
| 94 | 54385 | Male | 45.00 | 0 | 0 | Yes | Private | Rural | 64.14 | 29.4 | never smoked | 1 |
| 95 | 2458 | Female | 78.00 | 0 | 0 | Yes | Private | Rural | 235.63 | 32.3 | never smoked | 1 |
| 96 | 35512 | Female | 70.00 | 0 | 0 | Yes | Self-employed | Rural | 76.34 | 24.4 | formerly smoked | 1 |
| 97 | 56841 | Male | 58.00 | 0 | 1 | Yes | Private | Rural | 240.59 | 31.4 | smokes | 1 |
| 98 | 8154 | Male | 57.00 | 1 | 0 | Yes | Govt_job | Urban | 78.92 | 27.7 | formerly smoked | 1 |
| 99 | 4639 | Female | 69.00 | 0 | 0 | Yes | Govt_job | Urban | 82.81 | 28.0 | never smoked | 1 |
| 100 | 12363 | Male | 64.00 | 0 | 1 | Yes | Govt_job | Urban | 74.10 | 28.8 | Unknown | 1 |
| 101 | 63973 | Female | 77.00 | 0 | 0 | Yes | Govt_job | Rural | 190.32 | 31.4 | never smoked | 1 |
| 102 | 45277 | Female | 74.00 | 0 | 0 | Yes | Private | Rural | 231.61 | 34.6 | formerly smoked | 1 |
| 103 | 4712 | Female | 81.00 | 0 | 1 | Yes | Self-employed | Rural | 78.70 | 19.4 | Unknown | 1 |
| 104 | 33175 | Female | 57.00 | 0 | 0 | Yes | Govt_job | Urban | 110.52 | 28.5 | Unknown | 1 |
| 105 | 2346 | Male | 58.00 | 0 | 0 | Yes | Private | Urban | 82.30 | NaN | smokes | 1 |
| 106 | 42072 | Female | 50.00 | 1 | 0 | Yes | Private | Rural | 73.18 | 30.3 | formerly smoked | 1 |
| 107 | 12062 | Female | 54.00 | 0 | 0 | Yes | Self-employed | Rural | 191.82 | 40.4 | smokes | 1 |
| 108 | 30456 | Female | 79.00 | 0 | 0 | Yes | Private | Rural | 93.05 | 24.2 | never smoked | 1 |
| 109 | 59125 | Female | 53.00 | 0 | 0 | Yes | Govt_job | Urban | 64.17 | 41.5 | never smoked | 1 |
| 110 | 56546 | Male | 79.00 | 0 | 1 | Yes | Private | Rural | 129.98 | 22.6 | formerly smoked | 1 |
| 111 | 48405 | Male | 80.00 | 0 | 1 | Yes | Private | Urban | 68.53 | 24.2 | smokes | 1 |
| 112 | 36706 | Female | 76.00 | 0 | 0 | Yes | Self-employed | Urban | 106.41 | NaN | formerly smoked | 1 |
| 113 | 41069 | Female | 45.00 | 0 | 0 | Yes | Private | Rural | 224.10 | 56.6 | never smoked | 1 |
| 114 | 71639 | Female | 68.00 | 0 | 0 | No | Govt_job | Urban | 82.10 | 27.1 | Unknown | 1 |
| 115 | 53401 | Male | 71.00 | 1 | 1 | No | Govt_job | Rural | 216.94 | 30.9 | never smoked | 1 |
| 116 | 60744 | Male | 61.00 | 1 | 0 | Yes | Self-employed | Rural | 76.11 | 27.3 | smokes | 1 |
| 117 | 7547 | Male | 74.00 | 0 | 0 | Yes | Private | Urban | 72.96 | 31.3 | smokes | 1 |
| 118 | 31720 | Female | 38.00 | 0 | 0 | No | Self-employed | Urban | 82.28 | 24.0 | formerly smoked | 1 |
| 119 | 5563 | Female | 77.00 | 0 | 0 | Yes | Private | Urban | 105.22 | 31.0 | never smoked | 1 |
| 120 | 68798 | Female | 58.00 | 0 | 0 | Yes | Private | Rural | 59.86 | 28.0 | formerly smoked | 1 |
| 121 | 72918 | Female | 53.00 | 1 | 0 | Yes | Private | Urban | 62.55 | 30.3 | Unknown | 1 |
| 122 | 13491 | Male | 80.00 | 0 | 0 | Yes | Private | Rural | 259.63 | 31.7 | smokes | 1 |
| 123 | 44033 | Male | 56.00 | 1 | 0 | Yes | Private | Rural | 249.31 | 35.8 | never smoked | 1 |
| 124 | 14164 | Female | 72.00 | 0 | 0 | Yes | Private | Urban | 219.91 | NaN | Unknown | 1 |
| 125 | 50522 | Female | 72.00 | 0 | 0 | Yes | Govt_job | Urban | 131.41 | 28.4 | never smoked | 1 |
| 126 | 3352 | Male | 78.00 | 1 | 0 | Yes | Self-employed | Urban | 93.13 | NaN | formerly smoked | 1 |
| 127 | 70943 | Female | 80.00 | 0 | 0 | Yes | Private | Urban | 73.54 | 24.0 | Unknown | 1 |
| 128 | 37132 | Male | 82.00 | 0 | 0 | Yes | Govt_job | Urban | 200.59 | 29.0 | formerly smoked | 1 |
| 129 | 48796 | Female | 75.00 | 0 | 0 | Yes | Govt_job | Urban | 62.48 | NaN | Unknown | 1 |
| 130 | 53440 | Female | 73.00 | 1 | 0 | Yes | Private | Rural | 190.14 | 36.5 | never smoked | 1 |
| 131 | 16817 | Female | 78.00 | 1 | 0 | No | Private | Urban | 130.54 | 20.1 | never smoked | 1 |
| 132 | 69551 | Male | 69.00 | 1 | 0 | No | Private | Rural | 182.99 | 36.5 | never smoked | 1 |
| 133 | 31563 | Female | 38.00 | 0 | 0 | Yes | Private | Rural | 101.45 | NaN | formerly smoked | 1 |
| 134 | 20387 | Female | 68.00 | 1 | 0 | Yes | Self-employed | Rural | 206.09 | 26.7 | never smoked | 1 |
| 135 | 71279 | Female | 71.00 | 0 | 0 | Yes | Govt_job | Urban | 263.32 | 38.7 | never smoked | 1 |
| 136 | 55824 | Male | 76.00 | 0 | 0 | Yes | Private | Urban | 140.10 | 29.9 | formerly smoked | 1 |
| 137 | 11762 | Female | 76.00 | 0 | 0 | Yes | Private | Urban | 207.28 | 34.9 | Unknown | 1 |
| 138 | 29281 | Male | 76.00 | 1 | 0 | Yes | Self-employed | Rural | 194.37 | 27.0 | formerly smoked | 1 |
| 139 | 30683 | Female | 75.00 | 0 | 0 | Yes | Private | Rural | 199.20 | 26.6 | Unknown | 1 |
| 140 | 20439 | Male | 82.00 | 0 | 1 | Yes | Govt_job | Rural | 103.68 | 25.0 | never smoked | 1 |
| 141 | 45965 | Female | 59.00 | 0 | 0 | Yes | Private | Rural | 116.44 | 23.8 | smokes | 1 |
| 142 | 8045 | Female | 74.00 | 1 | 0 | Yes | Private | Urban | 70.28 | 21.8 | never smoked | 1 |
| 143 | 37651 | Female | 69.00 | 1 | 1 | No | Self-employed | Urban | 72.17 | 36.8 | never smoked | 1 |
| 144 | 17308 | Female | 72.00 | 1 | 0 | Yes | Private | Urban | 221.79 | 30.0 | never smoked | 1 |
| 145 | 67981 | Male | 66.00 | 0 | 0 | Yes | Private | Urban | 151.16 | 27.5 | formerly smoked | 1 |
| 146 | 41241 | Male | 65.00 | 0 | 0 | Yes | Self-employed | Urban | 68.43 | NaN | formerly smoked | 1 |
| 147 | 62861 | Female | 78.00 | 0 | 0 | Yes | Private | Urban | 67.29 | 24.6 | never smoked | 1 |
| 148 | 72081 | Female | 57.00 | 1 | 0 | Yes | Govt_job | Rural | 67.41 | 32.9 | never smoked | 1 |
| 149 | 58978 | Female | 70.00 | 0 | 1 | Yes | Private | Rural | 239.07 | 26.1 | never smoked | 1 |
| 150 | 11933 | Female | 79.00 | 0 | 0 | Yes | Private | Rural | 169.67 | NaN | Unknown | 1 |
| 151 | 46703 | Male | 68.00 | 0 | 1 | Yes | Private | Urban | 223.83 | 31.9 | formerly smoked | 1 |
| 152 | 32503 | Female | 80.00 | 0 | 0 | Yes | Self-employed | Urban | 76.57 | 34.1 | never smoked | 1 |
| 153 | 12482 | Male | 68.00 | 0 | 0 | Yes | Self-employed | Urban | 77.82 | 27.5 | smokes | 1 |
| 154 | 56939 | Female | 55.00 | 0 | 0 | Yes | Self-employed | Rural | 92.98 | 25.6 | never smoked | 1 |
| 155 | 24669 | Female | 77.00 | 0 | 1 | Yes | Private | Rural | 231.56 | 36.9 | never smoked | 1 |
| 156 | 43054 | Female | 50.00 | 0 | 0 | Yes | Private | Rural | 102.16 | 31.4 | smokes | 1 |
| 157 | 59437 | Female | 57.00 | 0 | 0 | Yes | Private | Urban | 221.89 | 37.3 | smokes | 1 |
| 158 | 66258 | Female | 71.00 | 0 | 0 | Yes | Self-employed | Urban | 195.71 | 34.1 | formerly smoked | 1 |
| 159 | 34567 | Female | 81.00 | 1 | 0 | Yes | Self-employed | Rural | 74.02 | 25.0 | never smoked | 1 |
| 160 | 50931 | Female | 76.00 | 0 | 0 | Yes | Private | Urban | 57.92 | NaN | formerly smoked | 1 |
| 161 | 16590 | Male | 71.00 | 0 | 1 | Yes | Private | Urban | 81.76 | NaN | smokes | 1 |
| 162 | 69768 | Female | 1.32 | 0 | 0 | No | children | Urban | 70.37 | NaN | Unknown | 1 |
| 163 | 20426 | Female | 78.00 | 1 | 0 | No | Private | Urban | 203.87 | 45.7 | never smoked | 1 |
| 164 | 3512 | Female | 70.00 | 1 | 0 | Yes | Self-employed | Urban | 89.13 | 34.2 | formerly smoked | 1 |
| 165 | 42899 | Male | 78.00 | 0 | 0 | Yes | Self-employed | Urban | 133.19 | 23.6 | formerly smoked | 1 |
| 166 | 63453 | Female | 56.00 | 0 | 0 | Yes | Govt_job | Rural | 162.23 | 27.3 | Unknown | 1 |
| 167 | 43364 | Male | 79.00 | 1 | 0 | Yes | Private | Rural | 75.02 | NaN | never smoked | 1 |
| 168 | 44993 | Female | 79.00 | 1 | 0 | No | Govt_job | Urban | 98.02 | 22.3 | formerly smoked | 1 |
| 169 | 210 | Male | 81.00 | 0 | 0 | Yes | Self-employed | Rural | 91.54 | 31.4 | never smoked | 1 |
| 170 | 28939 | Male | 64.00 | 0 | 0 | Yes | Self-employed | Rural | 111.98 | NaN | formerly smoked | 1 |
| 171 | 60739 | Female | 79.00 | 1 | 1 | No | Self-employed | Rural | 60.94 | NaN | never smoked | 1 |
| 172 | 67432 | Female | 60.00 | 0 | 0 | Yes | Private | Urban | 97.43 | 26.4 | smokes | 1 |
| 173 | 2182 | Female | 80.00 | 1 | 0 | Yes | Self-employed | Rural | 91.02 | 32.9 | formerly smoked | 1 |
| 174 | 40899 | Female | 78.00 | 0 | 0 | Yes | Self-employed | Rural | 60.67 | NaN | formerly smoked | 1 |
| 175 | 14431 | Male | 72.00 | 1 | 0 | Yes | Self-employed | Rural | 185.49 | 37.1 | never smoked | 1 |
| 176 | 62466 | Female | 80.00 | 0 | 0 | Yes | Private | Urban | 64.44 | 45.0 | never smoked | 1 |
| 177 | 36841 | Male | 78.00 | 1 | 0 | Yes | Self-employed | Rural | 56.11 | 25.5 | formerly smoked | 1 |
| 178 | 33486 | Female | 80.00 | 0 | 0 | Yes | Govt_job | Urban | 110.66 | NaN | Unknown | 1 |
| 179 | 65105 | Male | 81.00 | 0 | 0 | Yes | Private | Urban | 213.22 | 26.1 | Unknown | 1 |
| 180 | 54567 | Female | 46.00 | 0 | 0 | Yes | Private | Urban | 78.18 | 30.8 | never smoked | 1 |
| 181 | 66204 | Male | 59.00 | 0 | 0 | Yes | Private | Urban | 111.04 | 32.0 | formerly smoked | 1 |
| 182 | 39912 | Female | 32.00 | 0 | 0 | Yes | Private | Rural | 76.13 | 29.9 | smokes | 1 |
| 183 | 8003 | Female | 77.00 | 0 | 0 | No | Private | Urban | 81.32 | NaN | Unknown | 1 |
| 184 | 28378 | Male | 61.00 | 1 | 1 | Yes | Private | Urban | 112.24 | 37.4 | smokes | 1 |
| 185 | 41081 | Male | 63.00 | 0 | 0 | Yes | Private | Rural | 137.30 | 31.7 | formerly smoked | 1 |
| 186 | 16077 | Male | 63.00 | 0 | 1 | Yes | Self-employed | Urban | 116.69 | 34.5 | formerly smoked | 1 |
| 187 | 67895 | Female | 82.00 | 1 | 1 | Yes | Govt_job | Urban | 215.94 | 27.9 | formerly smoked | 1 |
| 188 | 30184 | Male | 82.00 | 0 | 0 | Yes | Private | Rural | 86.62 | 29.5 | formerly smoked | 1 |
| 189 | 66955 | Male | 61.00 | 0 | 1 | Yes | Private | Urban | 209.86 | NaN | Unknown | 1 |
| 190 | 24905 | Female | 65.00 | 0 | 0 | Yes | Private | Urban | 205.77 | 46.0 | formerly smoked | 1 |
| 191 | 66071 | Male | 51.00 | 1 | 0 | Yes | Private | Urban | 112.16 | 42.5 | formerly smoked | 1 |
| 192 | 36255 | Male | 59.00 | 0 | 0 | Yes | Self-employed | Rural | 118.03 | 35.5 | smokes | 1 |
| 193 | 69112 | Male | 68.00 | 1 | 1 | Yes | Private | Rural | 271.74 | 31.1 | smokes | 1 |
| 194 | 23410 | Female | 72.00 | 0 | 0 | Yes | Private | Rural | 97.92 | 26.9 | smokes | 1 |
| 195 | 64373 | Male | 59.00 | 0 | 0 | Yes | Private | Urban | 200.62 | 35.8 | formerly smoked | 1 |
| 196 | 58267 | Male | 70.00 | 1 | 0 | Yes | Private | Rural | 242.52 | 45.5 | formerly smoked | 1 |
| 197 | 35684 | Male | 69.00 | 0 | 0 | Yes | Private | Rural | 93.81 | 28.5 | Unknown | 1 |
| 198 | 18937 | Male | 79.00 | 0 | 0 | Yes | Private | Rural | 114.77 | NaN | formerly smoked | 1 |
| 199 | 491 | Female | 74.00 | 0 | 0 | Yes | Self-employed | Urban | 74.96 | 26.6 | never smoked | 1 |
| 200 | 54695 | Male | 74.00 | 0 | 0 | Yes | Private | Urban | 167.13 | NaN | Unknown | 1 |
| 201 | 68627 | Male | 80.00 | 1 | 1 | Yes | Private | Urban | 175.29 | 31.5 | formerly smoked | 1 |
| 202 | 8580 | Female | 77.00 | 0 | 0 | Yes | Self-employed | Rural | 90.00 | 32.0 | never smoked | 1 |
| 203 | 28484 | Female | 78.00 | 0 | 0 | Yes | Self-employed | Rural | 109.47 | 30.8 | never smoked | 1 |
| 204 | 62019 | Male | 54.00 | 0 | 0 | Yes | Govt_job | Rural | 87.85 | 31.1 | smokes | 1 |
| 205 | 51314 | Female | 78.00 | 0 | 0 | Yes | Private | Urban | 106.74 | 33.0 | formerly smoked | 1 |
| 206 | 37060 | Female | 81.00 | 0 | 0 | Yes | Private | Rural | 80.13 | 23.4 | never smoked | 1 |
| 207 | 35578 | Male | 78.00 | 0 | 0 | No | Self-employed | Urban | 90.19 | 26.9 | never smoked | 1 |
| 208 | 54921 | Male | 78.00 | 1 | 0 | Yes | Self-employed | Rural | 134.80 | 33.6 | Unknown | 1 |
| 209 | 33454 | Female | 63.00 | 0 | 0 | Yes | Govt_job | Rural | 106.58 | 23.9 | Unknown | 1 |
| 210 | 33943 | Female | 39.00 | 0 | 0 | Yes | Private | Urban | 83.24 | 26.3 | never smoked | 1 |
| 211 | 62439 | Female | 51.00 | 0 | 0 | Yes | Govt_job | Rural | 103.43 | 27.3 | formerly smoked | 1 |
| 212 | 31179 | Male | 63.00 | 0 | 0 | Yes | Private | Urban | 208.65 | 30.7 | never smoked | 1 |
| 213 | 66866 | Female | 48.00 | 0 | 0 | Yes | Private | Urban | 74.11 | 20.5 | never smoked | 1 |
| 214 | 2548 | Female | 81.00 | 0 | 0 | Yes | Self-employed | Urban | 95.84 | 21.5 | never smoked | 1 |
| 215 | 68025 | Female | 79.00 | 0 | 1 | No | Private | Urban | 205.33 | 31.0 | smokes | 1 |
| 216 | 2390 | Male | 78.00 | 0 | 0 | Yes | Self-employed | Urban | 116.10 | 27.1 | never smoked | 1 |
| 217 | 29552 | Female | 55.00 | 1 | 1 | Yes | Private | Urban | 210.40 | 40.0 | smokes | 1 |
| 218 | 25904 | Female | 76.00 | 1 | 1 | Yes | Self-employed | Urban | 199.86 | NaN | smokes | 1 |
| 219 | 31421 | Male | 73.00 | 0 | 1 | Yes | Govt_job | Rural | 219.73 | 28.6 | never smoked | 1 |
| 220 | 20463 | Male | 81.00 | 1 | 1 | Yes | Private | Urban | 250.89 | 28.1 | smokes | 1 |
| 221 | 68023 | Male | 79.00 | 0 | 0 | Yes | Private | Rural | 72.73 | 28.4 | never smoked | 1 |
| 222 | 12689 | Female | 63.00 | 0 | 0 | Yes | Govt_job | Rural | 205.35 | 42.2 | formerly smoked | 1 |
| 223 | 54724 | Female | 81.00 | 0 | 0 | No | Govt_job | Urban | 70.30 | 25.8 | smokes | 1 |
| 224 | 8899 | Male | 49.00 | 0 | 0 | No | Private | Rural | 104.86 | 31.9 | smokes | 1 |
| 225 | 39186 | Female | 57.00 | 0 | 1 | Yes | Private | Urban | 216.58 | 31.0 | Unknown | 1 |
| 226 | 32729 | Female | 81.00 | 0 | 0 | Yes | Private | Rural | 184.40 | 27.5 | never smoked | 1 |
| 227 | 39105 | Male | 74.00 | 0 | 0 | Yes | Self-employed | Rural | 60.98 | NaN | never smoked | 1 |
| 228 | 31154 | Female | 39.00 | 0 | 0 | Yes | Self-employed | Urban | 97.76 | 29.6 | smokes | 1 |
| 229 | 69959 | Female | 80.00 | 1 | 0 | No | Private | Urban | 66.03 | 35.4 | never smoked | 1 |
| 230 | 10552 | Female | 81.00 | 0 | 0 | Yes | Self-employed | Rural | 81.95 | 16.9 | never smoked | 1 |
| 231 | 12917 | Female | 79.00 | 0 | 0 | Yes | Private | Urban | 97.73 | 21.5 | smokes | 1 |
| 232 | 68356 | Female | 73.00 | 0 | 0 | Yes | Self-employed | Urban | 70.94 | 34.4 | never smoked | 1 |
| 233 | 23368 | Female | 77.00 | 1 | 0 | Yes | Self-employed | Urban | 199.84 | 28.0 | formerly smoked | 1 |
| 234 | 25974 | Male | 78.00 | 0 | 0 | Yes | Self-employed | Urban | 218.46 | 26.8 | Unknown | 1 |
| 235 | 1210 | Female | 68.00 | 0 | 0 | Yes | Private | Rural | 211.06 | 39.3 | Unknown | 1 |
| 236 | 28493 | Male | 57.00 | 0 | 0 | Yes | Private | Urban | 86.30 | 31.7 | Unknown | 1 |
| 237 | 36857 | Male | 77.00 | 0 | 0 | Yes | Self-employed | Rural | 162.14 | 32.6 | formerly smoked | 1 |
| 238 | 1836 | Female | 51.00 | 1 | 0 | Yes | Private | Urban | 88.20 | 28.4 | never smoked | 1 |
| 239 | 32221 | Male | 60.00 | 0 | 1 | Yes | Private | Urban | 91.92 | 35.9 | smokes | 1 |
| 240 | 10548 | Male | 66.00 | 0 | 0 | Yes | Private | Rural | 76.46 | 21.2 | formerly smoked | 1 |
| 241 | 52282 | Male | 57.00 | 0 | 0 | Yes | Private | Rural | 197.28 | 34.5 | formerly smoked | 1 |
| 242 | 45535 | Male | 68.00 | 0 | 0 | Yes | Private | Rural | 233.94 | 42.4 | never smoked | 1 |
| 243 | 40460 | Female | 68.00 | 1 | 1 | Yes | Private | Urban | 247.51 | 40.5 | formerly smoked | 1 |
| 244 | 17739 | Male | 57.00 | 0 | 0 | Yes | Private | Rural | 84.96 | 36.7 | Unknown | 1 |
| 245 | 49669 | Female | 14.00 | 0 | 0 | No | children | Rural | 57.93 | 30.9 | Unknown | 1 |
| 246 | 27153 | Female | 75.00 | 0 | 0 | Yes | Self-employed | Rural | 78.80 | 29.3 | formerly smoked | 1 |
| 247 | 34060 | Male | 71.00 | 1 | 0 | Yes | Self-employed | Rural | 87.80 | NaN | Unknown | 1 |
| 248 | 43424 | Female | 78.00 | 0 | 0 | Yes | Private | Rural | 78.81 | 19.6 | Unknown | 1 |
| 249 | 30669 | Male | 3.00 | 0 | 0 | No | children | Rural | 95.12 | 18.0 | Unknown | 0 |
| 250 | 30468 | Male | 58.00 | 1 | 0 | Yes | Private | Urban | 87.96 | 39.2 | never smoked | 0 |
| 251 | 16523 | Female | 8.00 | 0 | 0 | No | Private | Urban | 110.89 | 17.6 | Unknown | 0 |
| 252 | 56543 | Female | 70.00 | 0 | 0 | Yes | Private | Rural | 69.04 | 35.9 | formerly smoked | 0 |
| 253 | 46136 | Male | 14.00 | 0 | 0 | No | Never_worked | Rural | 161.28 | 19.1 | Unknown | 0 |
| 254 | 32257 | Female | 47.00 | 0 | 0 | Yes | Private | Urban | 210.95 | 50.1 | Unknown | 0 |
| 255 | 52800 | Female | 52.00 | 0 | 0 | Yes | Private | Urban | 77.59 | 17.7 | formerly smoked | 0 |
| 256 | 41413 | Female | 75.00 | 0 | 1 | Yes | Self-employed | Rural | 243.53 | 27.0 | never smoked | 0 |
| 257 | 15266 | Female | 32.00 | 0 | 0 | Yes | Private | Rural | 77.67 | 32.3 | smokes | 0 |
| 258 | 28674 | Female | 74.00 | 1 | 0 | Yes | Self-employed | Urban | 205.84 | 54.6 | never smoked | 0 |
| 259 | 10460 | Female | 79.00 | 0 | 0 | Yes | Govt_job | Urban | 77.08 | 35.0 | Unknown | 0 |
| 260 | 64908 | Male | 79.00 | 0 | 1 | Yes | Private | Urban | 57.08 | 22.0 | formerly smoked | 0 |
| 261 | 63884 | Female | 37.00 | 0 | 0 | Yes | Private | Rural | 162.96 | 39.4 | never smoked | 0 |
| 262 | 37893 | Female | 37.00 | 0 | 0 | Yes | Private | Rural | 73.50 | 26.1 | formerly smoked | 0 |
| 263 | 67855 | Female | 40.00 | 0 | 0 | Yes | Private | Rural | 95.04 | 42.4 | never smoked | 0 |
| 264 | 25774 | Male | 35.00 | 0 | 0 | No | Private | Rural | 85.37 | 33.0 | never smoked | 0 |
| 265 | 19584 | Female | 20.00 | 0 | 0 | No | Private | Urban | 84.62 | 19.7 | smokes | 0 |
| 266 | 24447 | Female | 42.00 | 0 | 0 | Yes | Private | Rural | 82.67 | 22.5 | never smoked | 0 |
| 267 | 49589 | Female | 44.00 | 0 | 0 | Yes | Govt_job | Urban | 57.33 | 24.6 | smokes | 0 |
| 268 | 17986 | Female | 79.00 | 0 | 1 | Yes | Self-employed | Urban | 67.84 | 25.2 | smokes | 0 |
| 269 | 29217 | Female | 65.00 | 1 | 0 | Yes | Private | Rural | 75.70 | 41.8 | Unknown | 0 |
| 270 | 72911 | Female | 57.00 | 1 | 0 | Yes | Private | Rural | 129.54 | 60.9 | smokes | 0 |
| 271 | 47175 | Female | 49.00 | 0 | 0 | Yes | Private | Rural | 60.22 | 31.5 | smokes | 0 |
| 272 | 4057 | Male | 71.00 | 0 | 0 | Yes | Private | Urban | 198.21 | 27.3 | formerly smoked | 0 |
| 273 | 48588 | Female | 59.00 | 0 | 0 | Yes | Private | Urban | 109.82 | 23.7 | never smoked | 0 |
| 274 | 70336 | Female | 25.00 | 0 | 0 | Yes | Private | Urban | 60.84 | 24.5 | never smoked | 0 |
| 275 | 66767 | Female | 67.00 | 0 | 0 | Yes | Govt_job | Rural | 94.61 | 28.4 | smokes | 0 |
| 276 | 45801 | Female | 38.00 | 0 | 0 | No | Private | Rural | 97.49 | 26.9 | never smoked | 0 |
| 277 | 36275 | Female | 54.00 | 0 | 0 | Yes | Private | Rural | 206.72 | 26.7 | never smoked | 0 |
| 278 | 11577 | Female | 70.00 | 0 | 0 | Yes | Self-employed | Rural | 214.45 | 31.2 | never smoked | 0 |
| 279 | 67210 | Male | 27.00 | 0 | 0 | Yes | Self-employed | Urban | 82.90 | 25.0 | Unknown | 0 |
| 280 | 29908 | Female | 47.00 | 0 | 0 | Yes | Private | Urban | 103.26 | 25.4 | Unknown | 0 |
| 281 | 45222 | Male | 58.00 | 1 | 0 | No | Private | Urban | 55.78 | 27.5 | smokes | 0 |
| 282 | 33759 | Female | 3.00 | 0 | 0 | No | children | Urban | 73.74 | 16.0 | Unknown | 0 |
| 283 | 40311 | Female | 58.00 | 0 | 0 | Yes | Private | Urban | 149.75 | 27.0 | Unknown | 0 |
| 284 | 26325 | Male | 14.00 | 0 | 0 | No | Govt_job | Urban | 82.34 | 31.6 | Unknown | 0 |
| 285 | 65460 | Female | 32.00 | 0 | 0 | Yes | Private | Rural | 62.60 | 25.1 | formerly smoked | 0 |
| 286 | 36811 | Female | 23.00 | 0 | 0 | No | Private | Urban | 94.09 | 30.9 | never smoked | 0 |
| 287 | 71750 | Female | 55.00 | 0 | 0 | Yes | Private | Urban | 55.42 | 24.8 | Unknown | 0 |
| 288 | 70970 | Female | 17.00 | 0 | 0 | No | Self-employed | Urban | 82.18 | 23.4 | Unknown | 0 |
| 289 | 42203 | Male | 59.00 | 0 | 0 | Yes | Private | Urban | 117.92 | 29.4 | smokes | 0 |
| 290 | 55680 | Male | 13.00 | 0 | 0 | No | children | Urban | 114.84 | 18.3 | Unknown | 0 |
| 291 | 11014 | Male | 4.00 | 0 | 0 | No | children | Rural | 79.17 | 20.0 | Unknown | 0 |
| 292 | 44338 | Female | 16.00 | 0 | 0 | No | children | Rural | 110.63 | 19.5 | Unknown | 0 |
| 293 | 20980 | Male | 67.00 | 0 | 0 | Yes | Private | Urban | 190.70 | 36.0 | formerly smoked | 0 |
| 294 | 34974 | Female | 22.00 | 0 | 0 | No | Private | Rural | 79.81 | 27.7 | Unknown | 0 |
| 295 | 71379 | Female | 45.00 | 0 | 0 | Yes | Govt_job | Urban | 113.63 | 27.5 | smokes | 0 |
| 296 | 58261 | Female | 66.00 | 0 | 0 | Yes | Private | Rural | 141.24 | 28.5 | never smoked | 0 |
| 297 | 67318 | Male | 58.00 | 1 | 0 | Yes | Govt_job | Rural | 56.96 | 26.8 | smokes | 0 |
| 298 | 28526 | Male | 69.00 | 0 | 0 | Yes | Self-employed | Rural | 203.04 | 33.6 | never smoked | 0 |
| 299 | 8831 | Female | 58.00 | 0 | 0 | Yes | Private | Rural | 94.30 | 29.1 | Unknown | 0 |
Ⅰ Decision Tree Classifier
Ⅱ K Neighbours Classifier
Ⅲ Support Vector Classifier
Ⅳ Gaussian Naïve Bayes
Ⅴ Bernoulli Naïve Bayes
Ⅵ Random Forest Classifier
Ⅶ Logistic Regression
Results